// INDEPENDENT SOFTWARE · HARDWARE · HONESTLY LABELED
I build local-first software tools and calibrated precision hardware. All four products follow the same rule: show the current state and the evidence behind it in the channels below.
Every channel keeps its real validation status · open one for detail
A wired USB force-acquisition kit with an L6B-H-300g sensor, 24-bit AD7190 hardware, live plots, tare, recording, and CSV export.
For R&D testing, teaching, fixture validation, and small contact-force measurement; not for trade settlement, medical diagnosis, or personal-safety protection.
Collect the human actions waiting across coding agents into one executable, resumable local inbox.
Developers running Codex, Claude Code, and other coding agents who want explicit intervention steps only when a person is genuinely needed, followed by an accurate return to the source task.
Track where text was copied from and pasted to, with a direct path back to web sources.
macOS users who move material into Obsidian and want source links, clipboard history, and app-level flow records.
Turn payment screenshots into ledger entries. Categorize, annotate and export, with optional sync through your own server.
For people managing a personal ledger across phone and desktop with less manual entry. Local use is available; AI recognition needs your own GLM key.
Every product passes these five stages
STAGE·1 / INPUT
Agent queues, stale exports, lost handoff context, detached clipboard sources, and fragmented small-force acquisition chains are the real problems behind these products.
STAGE·2 / INTERACTION
One menu-bar click, one CLI line, or one clear instrument setup and calibration path. Tech choices come after; features that break the flow get cut.
STAGE·3 / ARCHITECTURE
Software stays local when possible; hardware uses wired USB and a desktop companion. AI Ledger can optionally connect to your own sync server; the site requires no account.
STAGE·4 / EVIDENCE
Test counts, acceptance items, open gates—each detail page lists them one by one, with unfinished work marked as pending.
STAGE·5 / OUTPUT
No analytics, no cookies, no forms. Hosting and download services may process access logs under their policies.
SECTION 03 · CALIBRATION & CONTACT
Questions or ideas—just email me; public code lives on GitHub. This site has no contact form and no analytics.
